What Wins a Vote? Formatting, Length, and Lexical Diversity in the French Compar:IA LLM Arena
French Compar:IA votes show bold text and vocabulary variety shift LLM arena rankings.
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Stories tagged #stylometry
Detecting GPT-Assisted Writing Using Interpretable Stylometric Features
Random Forest using stylometric features detected ChatGPT-assisted student writing with ROC-AUC 0.87.
I Am No One: Style-Aware Paraphrasing for Text Anonymization
Prompt-driven style-aware paraphrasing with LLMs cuts authorship attribution F1 by 60-70% while preserving content quality.
Claude Fable 5.1's language is less "load-bearing" than its predecessor's
Arena.ai found Claude Fable 5.1 writes 30% longer answers with fewer em dashes, hedges, and validation phrases than Fable 5.
Can your coding style predict whether your code is vulnerable?
University of Massachusetts Dartmouth researchers present VulStyle, a stylometry-based vulnerability detector that also exposes benchmark reliability problems.
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